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What is PredictionIO?

PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.
PredictionIO is a tool in the Machine Learning Tools category of a tech stack.
PredictionIO is an open source tool with 11.8K GitHub stars and 1.9K GitHub forks. Here’s a link to PredictionIO's open source repository on GitHub

Who uses PredictionIO?

Companies
10 companies reportedly use PredictionIO in their tech stacks, including The 500 Startups Stack, Betaout, and Query.

Developers
32 developers on StackShare have stated that they use PredictionIO.

Why developers like PredictionIO?

Here’s a list of reasons why companies and developers use PredictionIO
Top Reasons
PredictionIO Reviews

Here are some stack decisions, common use cases and reviews by companies and developers who chose PredictionIO in their tech stack.

Andres Botero
Andres Botero
Director of Technology Operations at Dolls Kill · | 1 upvotes · 642 views
atDolls KillDolls Kill
PredictionIO

We run eCommerce product recommendations using predictionIO machine learning techniques PredictionIO

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PredictionIO's Features

  • Integrated with state-of-the-art machine learning algorithms. Fine-tune, evaluate and implement them scientifically.
  • Customize the modularized open codebase to fulfill any unique prediction requirement.
  • Built on top of scalable frameworks such as Hadoop and Cascading. Ready to handle data of any scale.
  • Build powerful features in minutes, not months. Streamline the data engineering process.

PredictionIO Alternatives & Comparisons

What are some alternatives to PredictionIO?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
Seldon
Seldon is an Open Predictive Platform that currently allows recommendations to be generated based on structured historical data. It has a variety of algorithms to produce these recommendations and can report a variety of statistics.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
Keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
See all alternatives

PredictionIO's Stats

PredictionIO's Followers
46 developers follow PredictionIO to keep up with related blogs and decisions.
Kiran Yenni
Sam Walsh
Ahmet Ertem
Eric Tang
Gabriel Gatica
jose delgado
Jeremy Jacobsohn
Kadir TUTAR
Clement Prem
MohammadAsh15